Course Details
Course Details
What You'll Learn
Topic 1 Basics of Numpy
Array Creation
Array Operations
Indexing & Slicing
Shape Manipulation
Polynomial
Linear Algebra
Statistics
Topic 2 Numerical Analysis
Curve Fitting
Finding Roots
Interpolation
Integration
ODE
Topic 3 Linear Algebra
Matrix Operations
Matrix Solve
Eigenvalues
Matrix Decomposition
Topic 4 Statistics
Basic Statistics
t-test for one sample
t-test comparison for 2 samples
Topic 5 Signal Processing
Waveforms
Fast Fourier Transform (FFT)
FFT Windowing
Course Info
Promotion Code
Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.
Minimum Entry Requirement
Knowledge and Skills
- Able to operate using computer functions
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience.
This is an intermediate level course. The following prerequisite is assumed
- Basic Python
Target Age Group: 18-65 years old
Minimum Software/Hardware Requirement
Software:
- Python 3.x https://www.python.org/downloads/
- Sublime Text 3 https://www.sublimetext.com/3
Hardware: Window or Mac Laptops
Job Roles
Job Roles
- Data Scientist
- Machine Learning Engineer
- Quantitative Analyst
- Research Scientist
- Data Analyst
- Statistician
- Financial Analyst
- Bioinformatician
- Computational Biologist
- AI Engineer
- Geospatial Analyst
- Operations Research Analyst
- Image Processing Engineer
- Research Assistant
- Academic Researcher